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shine-ab-test-plan

Community

Plan robust A/B tests with guardrails.

Data & Analytics#metrics#guardrails#sample-size#ab-test#experiment-design#mde#statistical-power
AuthordiShine-digital-agency
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams design rigorous AB test plans, including hypothesis, metrics, minimum detectable effect, sample size, duration, guardrails, and rollout.

Core Features & Use Cases

  • Hypothesis and metrics: Define a test hypothesis and a primary metric with success criteria.
  • Power calculations & planning: Compute MDE, required sample size, and recommended duration for one or more variants.
  • Rollout rules & guardrails: Outline decision rules and safety guardrails for deployment and analysis.

Quick Start

Draft a complete AB test plan for a feature idea, including hypothesis, metrics, MDE, sample size, duration, guardrails, and rollout steps.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: shine-ab-test-plan
Download link: https://github.com/diShine-digital-agency/SHINE-Code-System/archive/main.zip#shine-ab-test-plan

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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